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This report is submitted as part of the requirement for the M.Eng. Computer Science program at UCL. It is substantially the result of my work except where explicitly indicated in the text. The report will be distributed to the internal and external examiners, but thereafter may not be copied or distributed except with permission from the author.2 The external supervisor has guided and cooperated with the author on Chapter 4 Interpolation of Noise Data in the Feature Space as detailed in .

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